Paolo Stornati

According to our database, Paolo Stornati authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Physics-Informed Bayesian Optimization of Variational Quantum Circuits.

Kim Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Klaus-Robert Müller, Paolo Stornati, Pan Kessel, Shinichi Nakajima

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Variational Quantum Simulations of Lattice Gauge Theories

Paolo Stornati

PhD thesis, 2022

2021

Dimensional Expressivity Analysis of Parametric Quantum Circuits.

Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Paolo Stornati

Quantum, 2021

Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse.

Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati

CoRR, 2021

Best-approximation error for parametric quantum circuits.

Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Manuel Schneider, Paolo Stornati

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

2020

On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models.

Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati

CoRR, 2020